AMD Ryzen 7000 Series ECC DRAM

AMD Ryzen Zen 4 ECC memory benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2310045-NE-AMDRYZEN722
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ECC
October 03 2023
  1 Day, 9 Hours, 30 Minutes
ECC Disabled
October 01 2023
  1 Day, 9 Hours, 24 Minutes
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AMD Ryzen 7000 Series ECC DRAMOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 7900X 12-Core @ 5.73GHz (12 Cores / 24 Threads)ASRockRack B650D4U-2L2T/BCM (2.09 BIOS)AMD Device 14d82 x 32 GB DDR5-4800MT/s MTC20C2085S1EC48BA13201GB Micron_7450_MTFDKCC3T2TFS + 0GB Virtual HDisk0 + 0GB Virtual HDisk1 + 0GB Virtual HDisk2 + 0GB Virtual HDisk3ASPEED 512MBAMD Device 1640VA24312 x Intel I210 + 2 x Broadcom BCM57416 NetXtreme-E Dual-Media 10G RDMAUbuntu 22.046.6.0-060600rc1daily20230913-generic (x86_64)GNOME Shell 42.9X Server1.3.238GCC 11.4.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionAMD Ryzen 7000 Series ECC DRAM BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xa601203- OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu122.04)- Python 3.10.12- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

ECC Disabled vs. ECC ComparisonPhoronix Test SuiteBaseline+2%+2%+4%+4%+6%+6%+8%+8%3.4%3.4%2.9%2.6%2.6%2.5%2.3%2.2%268.1%268.1%M.C.F.B.S - 8192 MiB5.4%1 - 1000 - Read Write - Average Latency4.5%1 - 1000 - Read Write4.1%Open - 100 - 10000003.8%Memory Copy - 4096 MiB3.8%C240 Buckyball6, LosslessR.O.R.S.I3.4%263.3%100 - 800 - Read Write - Average Latency3.1%100 - 800 - Read Write3.1%Rename - 100 - 1000003%Memory Copy - 8192 MiB2.9%Rand Fill Sync100 - 1000 - Read Only - Average Latency2.9%100 - 1000 - Read Only2.9%gravity_spheres_volume/dim_512/scivis/real_time2.8%10002.6%6oltp_read_write - 16gravity_spheres_volume/dim_512/ao/real_time2.6%10, LosslessRename - 20 - 1000002.4%800 - 100 - 500 - 400Open - 20 - 1000000Create - 100 - 1000002.1%262.1%Create - 20 - 1000002.1%Graph500Graph500MBWPostgreSQLPostgreSQLApache HadoopMBWNWChemlibavif avifencOpenRadiossGraph500PostgreSQLPostgreSQLApache HadoopMBWRocksDBPostgreSQLPostgreSQLOSPRaynginxlibavif avifencTiDB Community ServerOSPRaylibavif avifencApache HadoopApache IoTDBApache HadoopApache HadoopGraph500Apache HadoopECC DisabledECC

AMD Ryzen 7000 Series ECC DRAMgraph500: 26graph500: 26openssl: SHA256openssl: SHA512openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305openvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objkvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-vp9: VMAF Optimized - Bosphorus 4Ksvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Ksvt-vp9: Visual Quality Optimized - Bosphorus 4Kuvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fasthpcg: 104 104 104 - 60hpcg: 144 144 144 - 60libxsmm: 32libxsmm: 64oidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlytensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 64 - ResNet-50tensorflow: CPU - 256 - ResNet-50ospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUluxcorerender: Rainbow Colors and Prism - CPUlaghos: Triple Point Problemlaghos: Sedov Blast Wave, ube_922_hex.meshramspeed: Add - Integerramspeed: Copy - Integerramspeed: Scale - Integerramspeed: Triad - Integerramspeed: Average - Integerramspeed: Add - Floating Pointramspeed: Copy - Floating Pointramspeed: Scale - Floating Pointramspeed: Triad - Floating Pointramspeed: Average - Floating Pointstream: Copystream: Scalestream: Triadstream: Addtinymembench: Standard Memcpytinymembench: Standard Memsetsrsran: Downlink Processor Benchmarksrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PUSCH Processor Benchmark, Throughput Threadmbw: Memory Copy - 4096 MiBmbw: Memory Copy - 8192 MiBmbw: Memory Copy, Fixed Block Size - 8192 MiBgromacs: MPI CPU - water_GMX50_barelammps: 20k Atomslammps: Rhodopsin Proteinrocksdb: Rand Fillrocksdb: Rand Readrocksdb: Update Randrocksdb: Seq Fillrocksdb: Rand Fill Syncrocksdb: Read While Writingrocksdb: Read Rand Write Randhadoop: Open - 20 - 100000hadoop: Open - 50 - 100000hadoop: Open - 100 - 100000hadoop: Open - 20 - 1000000hadoop: Open - 50 - 1000000hadoop: Create - 20 - 100000hadoop: Create - 50 - 100000hadoop: Delete - 20 - 100000hadoop: Delete - 50 - 100000hadoop: Open - 100 - 1000000hadoop: Rename - 20 - 100000hadoop: Rename - 50 - 100000hadoop: Create - 100 - 100000hadoop: Create - 20 - 1000000hadoop: Create - 50 - 1000000hadoop: Delete - 100 - 100000hadoop: Delete - 20 - 1000000hadoop: Delete - 50 - 1000000hadoop: Rename - 100 - 100000hadoop: Rename - 20 - 1000000hadoop: Rename - 50 - 1000000hadoop: Create - 100 - 1000000hadoop: Delete - 100 - 1000000hadoop: Rename - 100 - 1000000cockroach: MoVR - 128cockroach: MoVR - 256cockroach: KV, 10% Reads - 128cockroach: KV, 10% Reads - 256cockroach: KV, 50% Reads - 128cockroach: KV, 50% Reads - 256cockroach: KV, 60% Reads - 128cockroach: KV, 60% Reads - 256cockroach: KV, 95% Reads - 128cockroach: KV, 95% Reads - 256apache-iotdb: 500 - 100 - 500 - 100apache-iotdb: 500 - 100 - 500 - 400apache-iotdb: 500 - 100 - 800 - 100apache-iotdb: 500 - 100 - 800 - 400apache-iotdb: 800 - 100 - 500 - 100apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 800 - 100apache-iotdb: 800 - 100 - 800 - 400tidb: oltp_read_write - 1tidb: oltp_read_write - 16tidb: oltp_read_write - 32tidb: oltp_read_write - 64tidb: oltp_point_select - 1tidb: oltp_update_index - 1tidb: oltp_point_select - 16tidb: oltp_point_select - 32tidb: oltp_point_select - 64tidb: oltp_update_index - 16tidb: oltp_update_index - 32tidb: oltp_update_index - 64tidb: oltp_update_non_index - 1tidb: oltp_update_non_index - 16tidb: oltp_update_non_index - 32tidb: oltp_update_non_index - 64john-the-ripper: bcryptjohn-the-ripper: WPA PSKjohn-the-ripper: Blowfishjohn-the-ripper: HMAC-SHA512john-the-ripper: MD5nginx: 500nginx: 1000liquid-dsp: 16 - 256 - 512liquid-dsp: 24 - 256 - 512openssl: RSA4096graph500: 26graph500: 26npb: BT.Cnpb: CG.Cnpb: EP.Cnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bpgbench: 1 - 800 - Read Onlypgbench: 1 - 1000 - Read Onlypgbench: 1 - 800 - Read Writepgbench: 1 - 1000 - Read Writepgbench: 100 - 800 - Read Onlypgbench: 100 - 1000 - Read Onlypgbench: 100 - 800 - Read Writepgbench: 100 - 1000 - Read Writeopenssl: RSA4096apache-iotdb: 500 - 100 - 500 - 100apache-iotdb: 500 - 100 - 500 - 400apache-iotdb: 500 - 100 - 800 - 100apache-iotdb: 500 - 100 - 800 - 400apache-iotdb: 800 - 100 - 500 - 100apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 800 - 100apache-iotdb: 800 - 100 - 800 - 400namd: ATPase Simulation - 327,506 Atomspgbench: 1 - 800 - Read Only - Average Latencypgbench: 1 - 1000 - Read Only - Average Latencypgbench: 1 - 800 - Read Write - Average Latencypgbench: 1 - 1000 - Read Write - Average Latencypgbench: 100 - 800 - Read Only - Average Latencypgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 800 - Read Write - Average Latencypgbench: 100 - 1000 - Read Write - Average Latencyopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUnwchem: C240 Buckyballincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionopenradioss: Bumper Beamopenradioss: Chrysler Neon 1Mopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containerremhos: Sample Remap Exampleavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-mesa: Time To Compilebuild-nodejs: Time To Compilebuild-php: Time To Compilecouchdb: 100 - 1000 - 30couchdb: 100 - 3000 - 30couchdb: 300 - 1000 - 30couchdb: 300 - 3000 - 30couchdb: 500 - 1000 - 30couchdb: 500 - 3000 - 30gpaw: Carbon Nanotubeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-OnlyECC DisabledECC3067810003052880002696579436386449447731027418419672006524910731714685664377305564779076.8720.761306.543623.19401.89105.912130.591223.55468.2939479.8124.377226.144222.335316.5116.9440.3451.2166.035.09972.086160.055159.52892.55100.1686.9210.7512.0734.9536.9743.297.185177.01325107.2215.00.6935.7536.6636.7836.915.937395.93370194.1405.962915.793976.948333.983.226.253.6614.87163.07177.5256172.5963428.8763014.9156261.7159817.8055931.8363329.3563394.1055640.5159227.5555149.735867.339833.539735.426170.428760.91062.93444.6214.418103.62118187.18415938.5372.11813.02013.22312151311063355197802821324715127674327773727271478427908393798051651767827196117074061739141306121271972065407101358100202746119114489838127189143370141653100433108282106306898391411491033571716.51718.865769.864158.178240.776074.883011.679793.7100834.498267.766014976657121937260120273026782705589047199738066754764684750924442405324888955403779819727482995189114741144991930723330215022023300103772434510131245344381611770003685667118602.17111520.6224117333330449000011581.91248870009364790039142.859766.482342.6922407.051300.7741776.2722628.2418369.2610575811006054151714459237998816123688132685292853.768.57242.49100.88343.5766.65252.53114.67431.961.036240.7560.994531.288698.4260.8661.13421.69330.60177.99288.564.573.1914.9156.595.594.8925.570.275290.516.629568178.216318898.55910.5761.87173.3677.99331.4332.13283.38940.9493.9386.5003.817188.84850.407620.009384.978404.87323.621314.85236.29369.746230.475109.146359.986184.106646.610172.01167.05172.0984.19626.30207.142836890002825030002734580476086750808231031201955832013997151571725231348837329579927376.7320.731307.433630.27402.05105.392128.621229.15468.2839510.3524.561126.203122.328616.5516.9540.3651.2665.885.12372.360161.591160.91092.7199.5787.3210.7812.0935.0237.0943.407.139716.97912107.4214.90.6935.6836.6136.7436.835.962336.02105193.4955.811755.637946.951073.973.226.283.6614.97163.36176.2755339.1462763.2962587.4055609.5758968.8656004.7262547.263205.0254750.0559313.9155068.035849.839769.039666.026601.028761.81064.73457.7212.017448.65317667.19215125.3172.10613.06813.17412114321063128227765591326951131422329318427158418385168303597992641807250198861472555732111294291255191989761989489990573053900599074812790314362514041897496108155105277901221405861052421709.81715.065696.663955.277301.175288.681837.579189.899577.697540.665805942657589757201950573119059707321937310297266848344675645134436415964930956481775919557449894961114346144371933423125213921938300543789934493131313344161628793333666333118799.08108646.6524413000030608333311651.11209300009172890039530.589818.082353.1522585.661276.3042129.3422482.3618505.141050229995905153113889153058568063576732176293872.169.44241.75101.64345.1866.73246.82114.38431.601.035990.7621.004525.982729.6200.8741.16722.37231.08978.12288.954.563.1914.9056.885.604.8725.580.275115.716.645577177.109331897.51910.1562.79174.8380.62328.7231.70682.28640.2373.8376.2873.723188.52849.991616.064385.553405.73423.450314.37035.77069.513229.283109.620358.401184.745638.918171.77067.06171.6784.30626.02207.94OpenBenchmarking.org

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 26ECC DisabledECC70M140M210M280M350M3067810002836890001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 26ECC DisabledECC70M140M210M280M350M3052880002825030001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256ECC DisabledECC6000M12000M18000M24000M30000MSE +/- 283646194.48, N = 3SE +/- 20175809.49, N = 326965794363273458047601. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256ECC DisabledECC5000M10000M15000M20000M25000MMin: 26398599470 / Avg: 26965794363.33 / Max: 27258499810Min: 27305589140 / Avg: 27345804760 / Max: 273687792401. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512ECC DisabledECC2000M4000M6000M8000M10000MSE +/- 829361.75, N = 3SE +/- 2949369.22, N = 3864494477386750808231. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512ECC DisabledECC1500M3000M4500M6000M7500MMin: 8643844070 / Avg: 8644944773.33 / Max: 8646569770Min: 8669408010 / Avg: 8675080823.33 / Max: 86793174901. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20ECC DisabledECC20000M40000M60000M80000M100000MSE +/- 19425517.36, N = 3SE +/- 8950166.36, N = 31027418419671031201955831. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20ECC DisabledECC20000M40000M60000M80000M100000MMin: 102705683110 / Avg: 102741841966.67 / Max: 102772228100Min: 103102300160 / Avg: 103120195583.33 / Max: 1031295063401. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMECC DisabledECC40000M80000M120000M160000M200000MSE +/- 62857109.96, N = 3SE +/- 59771765.00, N = 32006524910732013997151571. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMECC DisabledECC30000M60000M90000M120000M150000MMin: 200570761220 / Avg: 200652491073.33 / Max: 200776079770Min: 201280684030 / Avg: 201399715156.67 / Max: 2014688059401. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMECC DisabledECC40000M80000M120000M160000M200000MSE +/- 81118637.19, N = 3SE +/- 52395564.84, N = 31714685664371725231348831. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMECC DisabledECC30000M60000M90000M120000M150000MMin: 171326161440 / Avg: 171468566436.67 / Max: 171607083960Min: 172421936200 / Avg: 172523134883.33 / Max: 1725972927801. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305ECC DisabledECC16000M32000M48000M64000M80000MSE +/- 10402041.03, N = 3SE +/- 5719713.01, N = 373055647790732957992731. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305ECC DisabledECC13000M26000M39000M52000M65000MMin: 73036536490 / Avg: 73055647790 / Max: 73072322150Min: 73284361150 / Avg: 73295799273.33 / Max: 733016678401. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Person Detection FP16 - Device: CPUECC DisabledECC20406080100SE +/- 0.10, N = 3SE +/- 0.09, N = 376.8776.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Person Detection FP16 - Device: CPUECC DisabledECC1530456075Min: 76.69 / Avg: 76.87 / Max: 77.04Min: 76.61 / Avg: 76.73 / Max: 76.91. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Face Detection FP16-INT8 - Device: CPUECC DisabledECC510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 320.7620.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Face Detection FP16-INT8 - Device: CPUECC DisabledECC510152025Min: 20.75 / Avg: 20.76 / Max: 20.77Min: 20.7 / Avg: 20.73 / Max: 20.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Vehicle Detection FP16-INT8 - Device: CPUECC DisabledECC30060090012001500SE +/- 0.79, N = 3SE +/- 1.03, N = 31306.541307.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Vehicle Detection FP16-INT8 - Device: CPUECC DisabledECC2004006008001000Min: 1305.31 / Avg: 1306.54 / Max: 1308Min: 1305.56 / Avg: 1307.43 / Max: 1309.131. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Face Detection Retail FP16-INT8 - Device: CPUECC DisabledECC8001600240032004000SE +/- 9.13, N = 3SE +/- 6.12, N = 33623.193630.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Face Detection Retail FP16-INT8 - Device: CPUECC DisabledECC6001200180024003000Min: 3609.98 / Avg: 3623.19 / Max: 3640.72Min: 3622.17 / Avg: 3630.27 / Max: 3642.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Road Segmentation ADAS FP16-INT8 - Device: CPUECC DisabledECC90180270360450SE +/- 0.37, N = 3SE +/- 1.67, N = 3401.89402.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Road Segmentation ADAS FP16-INT8 - Device: CPUECC DisabledECC70140210280350Min: 401.33 / Avg: 401.89 / Max: 402.6Min: 399.09 / Avg: 402.05 / Max: 404.861. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Machine Translation EN To DE FP16 - Device: CPUECC DisabledECC20406080100SE +/- 0.13, N = 3SE +/- 0.06, N = 3105.91105.391. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Machine Translation EN To DE FP16 - Device: CPUECC DisabledECC20406080100Min: 105.7 / Avg: 105.91 / Max: 106.16Min: 105.3 / Avg: 105.39 / Max: 105.511. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Weld Porosity Detection FP16-INT8 - Device: CPUECC DisabledECC5001000150020002500SE +/- 3.30, N = 3SE +/- 0.76, N = 32130.592128.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Weld Porosity Detection FP16-INT8 - Device: CPUECC DisabledECC400800120016002000Min: 2124.18 / Avg: 2130.59 / Max: 2135.13Min: 2127.11 / Avg: 2128.62 / Max: 2129.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Person Vehicle Bike Detection FP16 - Device: CPUECC DisabledECC30060090012001500SE +/- 5.33, N = 3SE +/- 4.37, N = 31223.551229.151. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Person Vehicle Bike Detection FP16 - Device: CPUECC DisabledECC2004006008001000Min: 1212.91 / Avg: 1223.55 / Max: 1229.56Min: 1221.23 / Avg: 1229.15 / Max: 1236.311. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Handwritten English Recognition FP16-INT8 - Device: CPUECC DisabledECC100200300400500SE +/- 0.60, N = 3SE +/- 1.10, N = 3468.29468.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Handwritten English Recognition FP16-INT8 - Device: CPUECC DisabledECC80160240320400Min: 467.19 / Avg: 468.29 / Max: 469.27Min: 466.67 / Avg: 468.28 / Max: 470.391. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUECC DisabledECC8K16K24K32K40KSE +/- 91.39, N = 3SE +/- 41.68, N = 339479.8139510.351. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.1Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUECC DisabledECC7K14K21K28K35KMin: 39297.68 / Avg: 39479.81 / Max: 39584.21Min: 39429.34 / Avg: 39510.35 / Max: 39567.911. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownECC DisabledECC612182430SE +/- 0.03, N = 3SE +/- 0.04, N = 324.3824.56MIN: 24.07 / MAX: 25.34MIN: 24.27 / MAX: 25.25
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownECC DisabledECC612182430Min: 24.34 / Avg: 24.38 / Max: 24.44Min: 24.52 / Avg: 24.56 / Max: 24.63

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonECC DisabledECC612182430SE +/- 0.00, N = 3SE +/- 0.06, N = 326.1426.20MIN: 25.95 / MAX: 26.71MIN: 25.89 / MAX: 26.82
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonECC DisabledECC612182430Min: 26.14 / Avg: 26.14 / Max: 26.15Min: 26.09 / Avg: 26.2 / Max: 26.29

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjECC DisabledECC510152025SE +/- 0.00, N = 3SE +/- 0.03, N = 322.3422.33MIN: 22.15 / MAX: 22.84MIN: 22.12 / MAX: 22.85
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjECC DisabledECC510152025Min: 22.33 / Avg: 22.34 / Max: 22.34Min: 22.28 / Avg: 22.33 / Max: 22.37

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: SlowECC DisabledECC48121620SE +/- 0.01, N = 3SE +/- 0.01, N = 316.5116.551. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: SlowECC DisabledECC48121620Min: 16.5 / Avg: 16.51 / Max: 16.52Min: 16.53 / Avg: 16.55 / Max: 16.571. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumECC DisabledECC48121620SE +/- 0.01, N = 3SE +/- 0.01, N = 316.9416.951. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumECC DisabledECC48121620Min: 16.93 / Avg: 16.94 / Max: 16.95Min: 16.94 / Avg: 16.95 / Max: 16.971. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastECC DisabledECC918273645SE +/- 0.02, N = 3SE +/- 0.04, N = 340.3440.361. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastECC DisabledECC816243240Min: 40.3 / Avg: 40.34 / Max: 40.37Min: 40.3 / Avg: 40.36 / Max: 40.431. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastECC DisabledECC1224364860SE +/- 0.08, N = 3SE +/- 0.01, N = 351.2151.261. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastECC DisabledECC1020304050Min: 51.08 / Avg: 51.21 / Max: 51.35Min: 51.23 / Avg: 51.26 / Max: 51.271. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastECC DisabledECC1530456075SE +/- 0.05, N = 3SE +/- 0.09, N = 366.0365.881. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastECC DisabledECC1326395265Min: 65.93 / Avg: 66.03 / Max: 66.12Min: 65.74 / Avg: 65.88 / Max: 66.051. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KECC DisabledECC1.15272.30543.45814.61085.7635SE +/- 0.006, N = 3SE +/- 0.012, N = 35.0995.1231. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KECC DisabledECC246810Min: 5.09 / Avg: 5.1 / Max: 5.11Min: 5.1 / Avg: 5.12 / Max: 5.141. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KECC DisabledECC1632486480SE +/- 0.52, N = 3SE +/- 0.40, N = 372.0972.361. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KECC DisabledECC1428425670Min: 71.07 / Avg: 72.09 / Max: 72.77Min: 71.59 / Avg: 72.36 / Max: 72.911. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 4KECC DisabledECC4080120160200SE +/- 0.18, N = 3SE +/- 0.32, N = 3160.06161.591. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 4KECC DisabledECC306090120150Min: 159.7 / Avg: 160.06 / Max: 160.26Min: 161.08 / Avg: 161.59 / Max: 162.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 4KECC DisabledECC4080120160200SE +/- 0.32, N = 3SE +/- 0.44, N = 3159.53160.911. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 4KECC DisabledECC306090120150Min: 158.88 / Avg: 159.53 / Max: 159.9Min: 160.02 / Avg: 160.91 / Max: 161.381. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KECC DisabledECC20406080100SE +/- 1.68, N = 12SE +/- 1.61, N = 1292.5592.711. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KECC DisabledECC20406080100Min: 74.08 / Avg: 92.55 / Max: 94.65Min: 74.97 / Avg: 92.71 / Max: 94.921. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KECC DisabledECC20406080100SE +/- 0.20, N = 3SE +/- 0.20, N = 3100.1699.571. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KECC DisabledECC20406080100Min: 99.88 / Avg: 100.16 / Max: 100.55Min: 99.22 / Avg: 99.57 / Max: 99.931. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KECC DisabledECC20406080100SE +/- 0.17, N = 3SE +/- 0.26, N = 386.9287.321. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KECC DisabledECC20406080100Min: 86.61 / Avg: 86.92 / Max: 87.17Min: 86.91 / Avg: 87.32 / Max: 87.791. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowECC DisabledECC3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 310.7510.78
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowECC DisabledECC3691215Min: 10.74 / Avg: 10.75 / Max: 10.77Min: 10.77 / Avg: 10.78 / Max: 10.8

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumECC DisabledECC3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 312.0712.09
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumECC DisabledECC48121620Min: 12.06 / Avg: 12.07 / Max: 12.08Min: 12.08 / Avg: 12.09 / Max: 12.11

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastECC DisabledECC816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 334.9535.02
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastECC DisabledECC714212835Min: 34.94 / Avg: 34.95 / Max: 34.97Min: 35.01 / Avg: 35.02 / Max: 35.03

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastECC DisabledECC918273645SE +/- 0.03, N = 3SE +/- 0.05, N = 336.9737.09
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastECC DisabledECC816243240Min: 36.93 / Avg: 36.97 / Max: 37.02Min: 37.02 / Avg: 37.09 / Max: 37.18

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastECC DisabledECC1020304050SE +/- 0.01, N = 3SE +/- 0.12, N = 343.2943.40
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastECC DisabledECC918273645Min: 43.28 / Avg: 43.29 / Max: 43.31Min: 43.16 / Avg: 43.4 / Max: 43.56

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60ECC DisabledECC246810SE +/- 0.00785, N = 3SE +/- 0.00152, N = 37.185177.139711. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60ECC DisabledECC3691215Min: 7.17 / Avg: 7.19 / Max: 7.2Min: 7.14 / Avg: 7.14 / Max: 7.141. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60ECC DisabledECC246810SE +/- 0.00570, N = 3SE +/- 0.00120, N = 37.013256.979121. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60ECC DisabledECC3691215Min: 7 / Avg: 7.01 / Max: 7.02Min: 6.98 / Avg: 6.98 / Max: 6.981. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

libxsmm

Libxsmm is an open-source library for specialized dense and sparse matrix operations and deep learning primitives. Libxsmm supports making use of Intel AMX, AVX-512, and other modern CPU instruction set capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 32ECC DisabledECC20406080100SE +/- 0.03, N = 3SE +/- 0.06, N = 3107.2107.41. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 32ECC DisabledECC20406080100Min: 107.2 / Avg: 107.23 / Max: 107.3Min: 107.3 / Avg: 107.4 / Max: 107.51. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64ECC DisabledECC50100150200250SE +/- 0.15, N = 3SE +/- 0.23, N = 3215.0214.91. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64ECC DisabledECC4080120160200Min: 214.7 / Avg: 214.97 / Max: 215.2Min: 214.5 / Avg: 214.9 / Max: 215.31. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyECC DisabledECC0.15530.31060.46590.62120.7765SE +/- 0.00, N = 3SE +/- 0.00, N = 30.690.69
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyECC DisabledECC246810Min: 0.69 / Avg: 0.69 / Max: 0.69Min: 0.69 / Avg: 0.69 / Max: 0.7

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50ECC DisabledECC816243240SE +/- 0.06, N = 3SE +/- 0.06, N = 335.7535.68
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50ECC DisabledECC816243240Min: 35.65 / Avg: 35.75 / Max: 35.84Min: 35.57 / Avg: 35.68 / Max: 35.75

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50ECC DisabledECC816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 336.6636.61
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50ECC DisabledECC816243240Min: 36.65 / Avg: 36.66 / Max: 36.68Min: 36.59 / Avg: 36.61 / Max: 36.62

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50ECC DisabledECC816243240SE +/- 0.01, N = 3SE +/- 0.02, N = 336.7836.74
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50ECC DisabledECC816243240Min: 36.76 / Avg: 36.78 / Max: 36.8Min: 36.71 / Avg: 36.74 / Max: 36.77

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50ECC DisabledECC816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 336.9136.83
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50ECC DisabledECC816243240Min: 36.9 / Avg: 36.91 / Max: 36.92Min: 36.82 / Avg: 36.83 / Max: 36.84

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeECC DisabledECC1.34152.6834.02455.3666.7075SE +/- 0.00390, N = 3SE +/- 0.00168, N = 35.937395.96233
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeECC DisabledECC246810Min: 5.93 / Avg: 5.94 / Max: 5.95Min: 5.96 / Avg: 5.96 / Max: 5.97

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeECC DisabledECC246810SE +/- 0.00404, N = 3SE +/- 0.00349, N = 35.933706.02105
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeECC DisabledECC246810Min: 5.93 / Avg: 5.93 / Max: 5.94Min: 6.02 / Avg: 6.02 / Max: 6.03

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeECC DisabledECC4080120160200SE +/- 0.46, N = 3SE +/- 0.07, N = 3194.14193.50
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeECC DisabledECC4080120160200Min: 193.26 / Avg: 194.14 / Max: 194.79Min: 193.43 / Avg: 193.5 / Max: 193.63

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeECC DisabledECC1.34172.68344.02515.36686.7085SE +/- 0.02068, N = 3SE +/- 0.01403, N = 35.962915.81175
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeECC DisabledECC246810Min: 5.92 / Avg: 5.96 / Max: 5.99Min: 5.79 / Avg: 5.81 / Max: 5.84

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeECC DisabledECC1.30362.60723.91085.21446.518SE +/- 0.01901, N = 3SE +/- 0.00078, N = 35.793975.63794
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeECC DisabledECC246810Min: 5.76 / Avg: 5.79 / Max: 5.81Min: 5.64 / Avg: 5.64 / Max: 5.64

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeECC DisabledECC246810SE +/- 0.00292, N = 3SE +/- 0.00444, N = 36.948336.95107
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeECC DisabledECC3691215Min: 6.94 / Avg: 6.95 / Max: 6.95Min: 6.94 / Avg: 6.95 / Max: 6.96

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUECC DisabledECC0.89551.7912.68653.5824.4775SE +/- 0.02, N = 3SE +/- 0.00, N = 33.983.97MIN: 3.86 / MAX: 4.21MIN: 3.87 / MAX: 4.22
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUECC DisabledECC246810Min: 3.96 / Avg: 3.98 / Max: 4.01Min: 3.97 / Avg: 3.97 / Max: 3.98

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUECC DisabledECC0.72451.4492.17352.8983.6225SE +/- 0.04, N = 3SE +/- 0.04, N = 33.223.22MIN: 1.23 / MAX: 3.72MIN: 1.2 / MAX: 3.72
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUECC DisabledECC246810Min: 3.17 / Avg: 3.22 / Max: 3.29Min: 3.18 / Avg: 3.22 / Max: 3.29

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPUECC DisabledECC246810SE +/- 0.01, N = 3SE +/- 0.02, N = 36.256.28MIN: 5.72 / MAX: 6.47MIN: 5.72 / MAX: 6.55
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPUECC DisabledECC3691215Min: 6.24 / Avg: 6.25 / Max: 6.26Min: 6.24 / Avg: 6.28 / Max: 6.32

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPUECC DisabledECC0.82351.6472.47053.2944.1175SE +/- 0.01, N = 3SE +/- 0.01, N = 33.663.66MIN: 1.51 / MAX: 4.18MIN: 1.52 / MAX: 4.17
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPUECC DisabledECC246810Min: 3.65 / Avg: 3.66 / Max: 3.67Min: 3.65 / Avg: 3.66 / Max: 3.67

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: CPUECC DisabledECC48121620SE +/- 0.13, N = 7SE +/- 0.13, N = 314.8714.97MIN: 13.14 / MAX: 15.38MIN: 13.47 / MAX: 15.18
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: CPUECC DisabledECC48121620Min: 14.12 / Avg: 14.87 / Max: 15.19Min: 14.71 / Avg: 14.97 / Max: 15.15

Laghos

Laghos (LAGrangian High-Order Solver) is a miniapp that solves the time-dependent Euler equations of compressible gas dynamics in a moving Lagrangian frame using unstructured high-order finite element spatial discretization and explicit high-order time-stepping. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMajor Kernels Total Rate, More Is BetterLaghos 3.1Test: Triple Point ProblemECC DisabledECC4080120160200SE +/- 0.48, N = 3SE +/- 0.85, N = 3163.07163.361. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi
OpenBenchmarking.orgMajor Kernels Total Rate, More Is BetterLaghos 3.1Test: Triple Point ProblemECC DisabledECC306090120150Min: 162.11 / Avg: 163.07 / Max: 163.66Min: 161.66 / Avg: 163.36 / Max: 164.281. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgMajor Kernels Total Rate, More Is BetterLaghos 3.1Test: Sedov Blast Wave, ube_922_hex.meshECC DisabledECC4080120160200SE +/- 1.21, N = 3SE +/- 0.26, N = 3177.52176.271. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi
OpenBenchmarking.orgMajor Kernels Total Rate, More Is BetterLaghos 3.1Test: Sedov Blast Wave, ube_922_hex.meshECC DisabledECC306090120150Min: 175.24 / Avg: 177.52 / Max: 179.35Min: 175.78 / Avg: 176.27 / Max: 176.641. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi

RAMspeed SMP

This benchmark tests the system memory (RAM) performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: IntegerECC DisabledECC12K24K36K48K60KSE +/- 300.68, N = 3SE +/- 20.36, N = 356172.5955339.141. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: IntegerECC DisabledECC10K20K30K40K50KMin: 55574.36 / Avg: 56172.59 / Max: 56524.78Min: 55307.07 / Avg: 55339.14 / Max: 55376.91. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: IntegerECC DisabledECC14K28K42K56K70KSE +/- 333.42, N = 3SE +/- 247.45, N = 363428.8762763.291. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: IntegerECC DisabledECC11K22K33K44K55KMin: 62797.42 / Avg: 63428.87 / Max: 63930.2Min: 62326.68 / Avg: 62763.29 / Max: 63183.41. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: IntegerECC DisabledECC13K26K39K52K65KSE +/- 309.22, N = 3SE +/- 259.25, N = 363014.9162587.401. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: IntegerECC DisabledECC11K22K33K44K55KMin: 62411.09 / Avg: 63014.91 / Max: 63432.6Min: 62142.13 / Avg: 62587.4 / Max: 63040.121. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: IntegerECC DisabledECC12K24K36K48K60KSE +/- 634.29, N = 3SE +/- 523.00, N = 356261.7155609.571. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: IntegerECC DisabledECC10K20K30K40K50KMin: 55355.4 / Avg: 56261.71 / Max: 57483.57Min: 55021.5 / Avg: 55609.57 / Max: 56652.751. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: IntegerECC DisabledECC13K26K39K52K65KSE +/- 410.79, N = 3SE +/- 168.42, N = 359817.8058968.861. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: IntegerECC DisabledECC10K20K30K40K50KMin: 59151.93 / Avg: 59817.8 / Max: 60567.52Min: 58729.75 / Avg: 58968.86 / Max: 59293.881. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Floating PointECC DisabledECC12K24K36K48K60KSE +/- 563.17, N = 3SE +/- 412.39, N = 355931.8356004.721. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Floating PointECC DisabledECC10K20K30K40K50KMin: 55343.5 / Avg: 55931.83 / Max: 57057.79Min: 55183.68 / Avg: 56004.72 / Max: 56483.221. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Floating PointECC DisabledECC14K28K42K56K70KSE +/- 349.92, N = 3SE +/- 316.77, N = 363329.3562547.201. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Floating PointECC DisabledECC11K22K33K44K55KMin: 62631.52 / Avg: 63329.35 / Max: 63724.11Min: 61936.9 / Avg: 62547.2 / Max: 62999.61. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Floating PointECC DisabledECC14K28K42K56K70KSE +/- 215.92, N = 3SE +/- 76.35, N = 363394.1063205.021. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Floating PointECC DisabledECC11K22K33K44K55KMin: 62967.94 / Avg: 63394.1 / Max: 63667.64Min: 63058.8 / Avg: 63205.02 / Max: 63316.241. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: Floating PointECC DisabledECC12K24K36K48K60KSE +/- 321.29, N = 3SE +/- 220.23, N = 355640.5154750.051. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: Floating PointECC DisabledECC10K20K30K40K50KMin: 55258.43 / Avg: 55640.51 / Max: 56278.97Min: 54314.78 / Avg: 54750.05 / Max: 55026.11. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Floating PointECC DisabledECC13K26K39K52K65KSE +/- 148.97, N = 3SE +/- 286.79, N = 359227.5559313.911. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Floating PointECC DisabledECC10K20K30K40K50KMin: 58975.81 / Avg: 59227.55 / Max: 59491.44Min: 58748.94 / Avg: 59313.91 / Max: 59682.121. (CC) gcc options: -O3 -march=native

Stream

This is a benchmark of Stream, the popular system memory (RAM) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: CopyECC DisabledECC12K24K36K48K60KSE +/- 17.30, N = 5SE +/- 12.56, N = 555149.755068.01. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp
OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: CopyECC DisabledECC10K20K30K40K50KMin: 55112.5 / Avg: 55149.7 / Max: 55198.1Min: 55025.6 / Avg: 55067.96 / Max: 55087.71. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: ScaleECC DisabledECC8K16K24K32K40KSE +/- 13.93, N = 5SE +/- 22.50, N = 535867.335849.81. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp
OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: ScaleECC DisabledECC6K12K18K24K30KMin: 35821.8 / Avg: 35867.32 / Max: 35906Min: 35772.7 / Avg: 35849.84 / Max: 35902.11. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: TriadECC DisabledECC9K18K27K36K45KSE +/- 5.66, N = 5SE +/- 23.27, N = 539833.539769.01. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp
OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: TriadECC DisabledECC7K14K21K28K35KMin: 39815.6 / Avg: 39833.52 / Max: 39843.2Min: 39678.4 / Avg: 39768.98 / Max: 398091. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: AddECC DisabledECC9K18K27K36K45KSE +/- 25.08, N = 5SE +/- 24.36, N = 539735.439666.01. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp
OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: AddECC DisabledECC7K14K21K28K35KMin: 39688.1 / Avg: 39735.4 / Max: 39800.4Min: 39593.5 / Avg: 39665.98 / Max: 39711.81. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

Tinymembench

This benchmark tests the system memory (RAM) performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterTinymembench 2018-05-28Standard MemcpyECC DisabledECC6K12K18K24K30KSE +/- 227.43, N = 3SE +/- 120.00, N = 326170.426601.01. (CC) gcc options: -O2 -lm
OpenBenchmarking.orgMB/s, More Is BetterTinymembench 2018-05-28Standard MemcpyECC DisabledECC5K10K15K20K25KMin: 25722.1 / Avg: 26170.4 / Max: 26461.2Min: 26372.6 / Avg: 26601.03 / Max: 267791. (CC) gcc options: -O2 -lm

OpenBenchmarking.orgMB/s, More Is BetterTinymembench 2018-05-28Standard MemsetECC DisabledECC6K12K18K24K30KSE +/- 0.17, N = 3SE +/- 0.51, N = 328760.928761.81. (CC) gcc options: -O2 -lm
OpenBenchmarking.orgMB/s, More Is BetterTinymembench 2018-05-28Standard MemsetECC DisabledECC5K10K15K20K25KMin: 28760.6 / Avg: 28760.9 / Max: 28761.2Min: 28761.1 / Avg: 28761.8 / Max: 28762.81. (CC) gcc options: -O2 -lm

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: Downlink Processor BenchmarkECC DisabledECC2004006008001000SE +/- 6.06, N = 3SE +/- 3.71, N = 31062.91064.71. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest
OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: Downlink Processor BenchmarkECC DisabledECC2004006008001000Min: 1056.4 / Avg: 1062.9 / Max: 1075Min: 1058.9 / Avg: 1064.67 / Max: 1071.61. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: PUSCH Processor Benchmark, Throughput TotalECC DisabledECC7001400210028003500SE +/- 1.53, N = 3SE +/- 7.41, N = 33444.63457.71. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest
OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: PUSCH Processor Benchmark, Throughput TotalECC DisabledECC6001200180024003000Min: 3442.6 / Avg: 3444.6 / Max: 3447.6Min: 3446.9 / Avg: 3457.73 / Max: 3471.91. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: PUSCH Processor Benchmark, Throughput ThreadECC DisabledECC50100150200250SE +/- 0.92, N = 3SE +/- 0.35, N = 3214.4212.01. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest
OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: PUSCH Processor Benchmark, Throughput ThreadECC DisabledECC4080120160200Min: 213.4 / Avg: 214.37 / Max: 216.2Min: 211.4 / Avg: 211.97 / Max: 212.61. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest

MBW

This is a basic/simple memory (RAM) bandwidth benchmark for memory copy operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy - Array Size: 4096 MiBECC DisabledECC4K8K12K16K20KSE +/- 233.91, N = 3SE +/- 179.83, N = 418103.6217448.651. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy - Array Size: 4096 MiBECC DisabledECC3K6K9K12K15KMin: 17796.47 / Avg: 18103.62 / Max: 18562.79Min: 17079.64 / Avg: 17448.65 / Max: 17942.691. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy - Array Size: 8192 MiBECC DisabledECC4K8K12K16K20KSE +/- 243.33, N = 3SE +/- 158.15, N = 718187.1817667.191. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy - Array Size: 8192 MiBECC DisabledECC3K6K9K12K15KMin: 17707.45 / Avg: 18187.18 / Max: 18497.85Min: 17177.61 / Avg: 17667.19 / Max: 18334.321. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy, Fixed Block Size - Array Size: 8192 MiBECC DisabledECC3K6K9K12K15KSE +/- 161.44, N = 15SE +/- 85.40, N = 315938.5415125.321. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy, Fixed Block Size - Array Size: 8192 MiBECC DisabledECC3K6K9K12K15KMin: 14991.84 / Avg: 15938.54 / Max: 16751.59Min: 14959.65 / Avg: 15125.32 / Max: 15244.091. (CC) gcc options: -O3 -march=native

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_bareECC DisabledECC0.47660.95321.42981.90642.383SE +/- 0.001, N = 3SE +/- 0.002, N = 32.1182.1061. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_bareECC DisabledECC246810Min: 2.12 / Avg: 2.12 / Max: 2.12Min: 2.1 / Avg: 2.11 / Max: 2.111. (CXX) g++ options: -O3

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsECC DisabledECC3691215SE +/- 0.04, N = 3SE +/- 0.07, N = 313.0213.071. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsECC DisabledECC48121620Min: 12.95 / Avg: 13.02 / Max: 13.08Min: 12.96 / Avg: 13.07 / Max: 13.191. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinECC DisabledECC3691215SE +/- 0.07, N = 3SE +/- 0.07, N = 313.2213.171. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinECC DisabledECC48121620Min: 13.11 / Avg: 13.22 / Max: 13.35Min: 13.04 / Avg: 13.17 / Max: 13.261. (CXX) g++ options: -O3 -lm -ldl

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random FillECC DisabledECC300K600K900K1200K1500KSE +/- 1908.55, N = 3SE +/- 1532.71, N = 3121513112114321. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random FillECC DisabledECC200K400K600K800K1000KMin: 1213077 / Avg: 1215130.67 / Max: 1218944Min: 1208376 / Avg: 1211431.67 / Max: 12131711. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadECC DisabledECC20M40M60M80M100MSE +/- 218187.96, N = 3SE +/- 55540.17, N = 31063355191063128221. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadECC DisabledECC20M40M60M80M100MMin: 105899700 / Avg: 106335519.33 / Max: 106572510Min: 106241239 / Avg: 106312821.67 / Max: 1064221731. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomECC DisabledECC200K400K600K800K1000KSE +/- 582.27, N = 3SE +/- 1160.52, N = 37802827765591. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomECC DisabledECC140K280K420K560K700KMin: 779278 / Avg: 780282.33 / Max: 781295Min: 774238 / Avg: 776559 / Max: 7777301. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Sequential FillECC DisabledECC300K600K900K1200K1500KSE +/- 3332.23, N = 3SE +/- 3425.42, N = 3132471513269511. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Sequential FillECC DisabledECC200K400K600K800K1000KMin: 1318135 / Avg: 1324715 / Max: 1328921Min: 1320443 / Avg: 1326951.33 / Max: 13320581. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Fill SyncECC DisabledECC30K60K90K120K150KSE +/- 394.20, N = 3SE +/- 2406.06, N = 151276741314221. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Fill SyncECC DisabledECC20K40K60K80K100KMin: 127120 / Avg: 127674.33 / Max: 128437Min: 125954 / Avg: 131421.67 / Max: 1499061. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingECC DisabledECC700K1400K2100K2800K3500KSE +/- 2700.07, N = 3SE +/- 26280.53, N = 3327773732931841. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingECC DisabledECC600K1200K1800K2400K3000KMin: 3274046 / Avg: 3277736.67 / Max: 3282996Min: 3246394 / Avg: 3293183.67 / Max: 33373161. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomECC DisabledECC600K1200K1800K2400K3000KSE +/- 17250.82, N = 3SE +/- 9449.73, N = 3272714727158411. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomECC DisabledECC500K1000K1500K2000K2500KMin: 2703189 / Avg: 2727147.33 / Max: 2760627Min: 2702403 / Avg: 2715841 / Max: 27340691. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache Hadoop

This is a benchmark of the Apache Hadoop making use of its built-in name-node throughput benchmark (NNThroughputBenchmark). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 20 - Files: 100000ECC DisabledECC200K400K600K800K1000KSE +/- 6289.12, N = 3SE +/- 16786.00, N = 12842790838516
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 20 - Files: 100000ECC DisabledECC150K300K450K600K750KMin: 833333.33 / Avg: 842790.11 / Max: 854700.85Min: 775193.8 / Avg: 838516.37 / Max: 980392.16

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 50 - Files: 100000ECC DisabledECC200K400K600K800K1000KSE +/- 10350.72, N = 12SE +/- 15897.44, N = 15839379830359
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 50 - Files: 100000ECC DisabledECC150K300K450K600K750KMin: 800000 / Avg: 839379.45 / Max: 900900.9Min: 714285.71 / Avg: 830359.35 / Max: 934579.44

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 100 - Files: 100000ECC DisabledECC200K400K600K800K1000KSE +/- 13606.70, N = 15SE +/- 13410.36, N = 15805165799264
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 100 - Files: 100000ECC DisabledECC140K280K420K560K700KMin: 684931.51 / Avg: 805165.11 / Max: 884955.75Min: 704225.35 / Avg: 799263.51 / Max: 917431.19

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 20 - Files: 1000000ECC DisabledECC400K800K1200K1600K2000KSE +/- 1042.35, N = 3SE +/- 4344.35, N = 317678271807250
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 20 - Files: 1000000ECC DisabledECC300K600K900K1200K1500KMin: 1766784.45 / Avg: 1767826.8 / Max: 1769911.5Min: 1798561.15 / Avg: 1807249.85 / Max: 1811594.2

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 50 - Files: 1000000ECC DisabledECC400K800K1200K1600K2000KSE +/- 19536.69, N = 3SE +/- 23302.59, N = 319611701988614
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 50 - Files: 1000000ECC DisabledECC300K600K900K1200K1500KMin: 1937984.5 / Avg: 1961169.93 / Max: 2000000Min: 1953125 / Avg: 1988614.45 / Max: 2032520.33

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 20 - Files: 100000ECC DisabledECC16K32K48K64K80KSE +/- 527.63, N = 15SE +/- 335.67, N = 37406172555
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 20 - Files: 100000ECC DisabledECC13K26K39K52K65KMin: 71479.63 / Avg: 74060.53 / Max: 77579.52Min: 71942.45 / Avg: 72554.5 / Max: 73099.42

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 50 - Files: 100000ECC DisabledECC16K32K48K64K80KSE +/- 660.66, N = 7SE +/- 393.84, N = 37391473211
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 50 - Files: 100000ECC DisabledECC13K26K39K52K65KMin: 72046.11 / Avg: 73913.56 / Max: 76982.29Min: 72463.77 / Avg: 73210.69 / Max: 73800.74

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 20 - Files: 100000ECC DisabledECC30K60K90K120K150KSE +/- 673.12, N = 3SE +/- 660.95, N = 3130612129429
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 20 - Files: 100000ECC DisabledECC20K40K60K80K100KMin: 129701.69 / Avg: 130612.05 / Max: 131926.12Min: 128534.7 / Avg: 129428.64 / Max: 130718.95

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 50 - Files: 100000ECC DisabledECC30K60K90K120K150KSE +/- 1147.56, N = 7SE +/- 954.30, N = 15127197125519
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 50 - Files: 100000ECC DisabledECC20K40K60K80K100KMin: 121951.22 / Avg: 127196.88 / Max: 131061.6Min: 120336.94 / Avg: 125519.36 / Max: 132625.99

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 100 - Files: 1000000ECC DisabledECC400K800K1200K1600K2000KSE +/- 27286.10, N = 3SE +/- 24661.11, N = 1520654071989761
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 100 - Files: 1000000ECC DisabledECC400K800K1200K1600K2000KMin: 2028397.57 / Avg: 2065407.32 / Max: 2118644.07Min: 1814882.03 / Avg: 1989760.89 / Max: 2169197.4

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 20 - Files: 100000ECC DisabledECC20K40K60K80K100KSE +/- 1104.00, N = 15SE +/- 1330.48, N = 310135898948
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 20 - Files: 100000ECC DisabledECC20K40K60K80K100KMin: 93808.63 / Avg: 101358.45 / Max: 106723.59Min: 96525.1 / Avg: 98947.89 / Max: 101112.23

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 50 - Files: 100000ECC DisabledECC20K40K60K80K100KSE +/- 323.23, N = 3SE +/- 470.34, N = 310020299905
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 50 - Files: 100000ECC DisabledECC20K40K60K80K100KMin: 99700.9 / Avg: 100202.48 / Max: 100806.45Min: 99009.9 / Avg: 99904.54 / Max: 100603.62

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 100000ECC DisabledECC16K32K48K64K80KSE +/- 330.77, N = 3SE +/- 899.75, N = 47461173053
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 100000ECC DisabledECC13K26K39K52K65KMin: 74128.98 / Avg: 74611.23 / Max: 75244.54Min: 70671.38 / Avg: 73052.92 / Max: 74906.37

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 20 - Files: 1000000ECC DisabledECC20K40K60K80K100KSE +/- 362.23, N = 3SE +/- 267.90, N = 39114490059
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 20 - Files: 1000000ECC DisabledECC16K32K48K64K80KMin: 90432.27 / Avg: 91143.98 / Max: 91617.04Min: 89525.51 / Avg: 90059.24 / Max: 90366.89

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 50 - Files: 1000000ECC DisabledECC20K40K60K80K100KSE +/- 267.21, N = 3SE +/- 648.45, N = 38983890748
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 50 - Files: 1000000ECC DisabledECC16K32K48K64K80KMin: 89309.64 / Avg: 89838.09 / Max: 90171.33Min: 89461.44 / Avg: 90747.94 / Max: 91533.18

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 100 - Files: 100000ECC DisabledECC30K60K90K120K150KSE +/- 1147.47, N = 15SE +/- 1255.07, N = 15127189127903
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 100 - Files: 100000ECC DisabledECC20K40K60K80K100KMin: 119331.74 / Avg: 127188.8 / Max: 134228.19Min: 116686.11 / Avg: 127903.33 / Max: 133689.84

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 20 - Files: 1000000ECC DisabledECC30K60K90K120K150KSE +/- 736.46, N = 3SE +/- 382.11, N = 3143370143625
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 20 - Files: 1000000ECC DisabledECC20K40K60K80K100KMin: 141944.64 / Avg: 143369.92 / Max: 144404.33Min: 143163.92 / Avg: 143625.16 / Max: 144383.48

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 50 - Files: 1000000ECC DisabledECC30K60K90K120K150KSE +/- 1096.64, N = 3SE +/- 283.49, N = 3141653140418
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 50 - Files: 1000000ECC DisabledECC20K40K60K80K100KMin: 139879.7 / Avg: 141653.31 / Max: 143657.52Min: 139860.14 / Avg: 140417.72 / Max: 140785.58

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 100 - Files: 100000ECC DisabledECC20K40K60K80K100KSE +/- 959.88, N = 15SE +/- 915.43, N = 1510043397496
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 100 - Files: 100000ECC DisabledECC20K40K60K80K100KMin: 91491.31 / Avg: 100433.16 / Max: 105485.23Min: 93023.26 / Avg: 97495.78 / Max: 104384.13

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 20 - Files: 1000000ECC DisabledECC20K40K60K80K100KSE +/- 378.60, N = 3SE +/- 646.22, N = 3108282108155
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 20 - Files: 1000000ECC DisabledECC20K40K60K80K100KMin: 107886.5 / Avg: 108282.43 / Max: 109039.36Min: 107446.01 / Avg: 108154.76 / Max: 109445.11

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 50 - Files: 1000000ECC DisabledECC20K40K60K80K100KSE +/- 1059.57, N = 3SE +/- 354.41, N = 3106306105277
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 50 - Files: 1000000ECC DisabledECC20K40K60K80K100KMin: 104810.82 / Avg: 106305.96 / Max: 108354.1Min: 104569.7 / Avg: 105276.63 / Max: 105674.73

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 1000000ECC DisabledECC20K40K60K80K100KSE +/- 358.07, N = 3SE +/- 455.68, N = 38983990122
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 1000000ECC DisabledECC16K32K48K64K80KMin: 89461.44 / Avg: 89839.34 / Max: 90555.1Min: 89301.66 / Avg: 90121.77 / Max: 90876.05

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 100 - Files: 1000000ECC DisabledECC30K60K90K120K150KSE +/- 1332.20, N = 3SE +/- 1323.41, N = 3141149140586
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 100 - Files: 1000000ECC DisabledECC20K40K60K80K100KMin: 138484.97 / Avg: 141148.73 / Max: 142531.36Min: 138850.32 / Avg: 140586.03 / Max: 143184.42

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 100 - Files: 1000000ECC DisabledECC20K40K60K80K100KSE +/- 223.84, N = 3SE +/- 1138.94, N = 4103357105242
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 100 - Files: 1000000ECC DisabledECC20K40K60K80K100KMin: 102923.01 / Avg: 103356.58 / Max: 103669.91Min: 102343.67 / Avg: 105242.13 / Max: 107909.79

CockroachDB

CockroachDB is a cloud-native, distributed SQL database for data intensive applications. This test profile uses a server-less CockroachDB configuration to test various Coackroach workloads on the local host with a single node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128ECC DisabledECC400800120016002000SE +/- 0.46, N = 3SE +/- 2.12, N = 31716.51709.8
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128ECC DisabledECC30060090012001500Min: 1715.7 / Avg: 1716.5 / Max: 1717.3Min: 1705.8 / Avg: 1709.83 / Max: 1713

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 256ECC DisabledECC400800120016002000SE +/- 0.78, N = 3SE +/- 3.33, N = 31718.81715.0
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 256ECC DisabledECC30060090012001500Min: 1718 / Avg: 1718.83 / Max: 1720.4Min: 1710.6 / Avg: 1714.97 / Max: 1721.5

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128ECC DisabledECC14K28K42K56K70KSE +/- 203.95, N = 3SE +/- 757.41, N = 465769.865696.6
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128ECC DisabledECC11K22K33K44K55KMin: 65460.2 / Avg: 65769.8 / Max: 66154.6Min: 64723.5 / Avg: 65696.55 / Max: 67948.2

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 256ECC DisabledECC14K28K42K56K70KSE +/- 21.82, N = 3SE +/- 60.26, N = 364158.163955.2
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 256ECC DisabledECC11K22K33K44K55KMin: 64119.3 / Avg: 64158.1 / Max: 64194.8Min: 63835 / Avg: 63955.23 / Max: 64022.5

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128ECC DisabledECC20K40K60K80K100KSE +/- 990.71, N = 3SE +/- 206.20, N = 378240.777301.1
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128ECC DisabledECC14K28K42K56K70KMin: 77194.5 / Avg: 78240.73 / Max: 80221.1Min: 77049.4 / Avg: 77301.13 / Max: 77709.9

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 256ECC DisabledECC16K32K48K64K80KSE +/- 241.90, N = 3SE +/- 18.97, N = 376074.875288.6
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 256ECC DisabledECC13K26K39K52K65KMin: 75755.5 / Avg: 76074.77 / Max: 76549.2Min: 75260.2 / Avg: 75288.63 / Max: 75324.6

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128ECC DisabledECC20K40K60K80K100KSE +/- 727.86, N = 3SE +/- 395.32, N = 383011.681837.5
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128ECC DisabledECC14K28K42K56K70KMin: 81555.9 / Avg: 83011.6 / Max: 83744.9Min: 81305.1 / Avg: 81837.5 / Max: 82609.9

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 256ECC DisabledECC20K40K60K80K100KSE +/- 156.76, N = 3SE +/- 113.54, N = 379793.779189.8
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 256ECC DisabledECC14K28K42K56K70KMin: 79629.5 / Avg: 79793.7 / Max: 80107.1Min: 78964.5 / Avg: 79189.8 / Max: 79327

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128ECC DisabledECC20K40K60K80K100KSE +/- 76.68, N = 3SE +/- 71.75, N = 3100834.499577.6
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128ECC DisabledECC20K40K60K80K100KMin: 100725.3 / Avg: 100834.43 / Max: 100982.3Min: 99443.5 / Avg: 99577.57 / Max: 99688.9

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 256ECC DisabledECC20K40K60K80K100KSE +/- 571.60, N = 3SE +/- 1100.25, N = 398267.797540.6
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 256ECC DisabledECC20K40K60K80K100KMin: 97161.9 / Avg: 98267.67 / Max: 99071.8Min: 96068.5 / Avg: 97540.6 / Max: 99693.1

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100ECC DisabledECC14M28M42M56M70MSE +/- 427325.61, N = 3SE +/- 351004.04, N = 36601497665805942
OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100ECC DisabledECC11M22M33M44M55MMin: 65353269.87 / Avg: 66014976.16 / Max: 66814263Min: 65127042.83 / Avg: 65805942.03 / Max: 66300095.91

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400ECC DisabledECC14M28M42M56M70MSE +/- 274619.09, N = 3SE +/- 218304.75, N = 3